Caicedo, Juan C.

9 publications

ICLR 2026 CHAMMI-75: Pre-Training Multi-Channel Models with Heterogeneous Microscopy Images Vidit Agrawal, John Peters, Tyler N. Thompson, Mohammad Vali Sanian, Chau Pham, Nikita Moshkov, Arshad Kazi, Aditya Pillai, Jack Freeman, Byunguk Kang, Samouil L. Farhi, Ernest Fraenkel, Ron M. Stewart, Lassi Paavolainen, Bryan A. Plummer, Juan C. Caicedo

NeurIPS 2025 ChA-MAEViT: Unifying Channel-Aware Masked Autoencoders and Multi-Channel Vision Transformers for Improved Cross-Channel Learning Chau Pham, Juan C. Caicedo, Bryan A. Plummer

TMLR 2025 Scaling Channel-Adaptive Self-Supervised Learning Alice V. De Lorenci, Seung Eun Yi, Théo Moutakanni, Piotr Bojanowski, Camille Couprie, Juan C. Caicedo, Wolfgang Maximilian Anton Pernice

NeurIPS 2023 CHAMMI: A Benchmark for Channel-Adaptive Models in Microscopy Imaging Zitong Sam Chen, Chau Pham, Siqi Wang, Michael Doron, Nikita Moshkov, Bryan Plummer, Juan C. Caicedo

CVPRW 2023 Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy Wolfgang M. Pernice, Michael Doron, Alex Quach, Aditya Pratapa, Sultan Kenjeyev, Nicholas De Veaux, Michio Hirano, Juan C. Caicedo

CVPR 2018 Weakly Supervised Learning of Single-Cell Feature Embeddings Juan C. Caicedo, Claire McQuin, Allen Goodman, Shantanu Singh, Anne E. Carpenter

ICCV 2015 Active Object Localization with Deep Reinforcement Learning Juan C. Caicedo, Svetlana Lazebnik

ICCV 2015 Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models Bryan A. Plummer, Liwei Wang, Chris M. Cervantes, Juan C. Caicedo, Julia Hockenmaier, Svetlana Lazebnik

CVPR 2011 Collaborative Personalization of Image Enhancement Juan C. Caicedo, Ashish Kapoor, Sing Bing Kang